An insight comprising a fact about a portion of data in a dataset is detected in the dataset. A context is determined by analyzing a natural language input, the context identifying an intent and an entity referenced by the natural language input. A relevance score is computed for the insight, the relevance score comprising a measure of similarity between a vector representation of the insight and a vector representation of the context, the vector representation of the insight comprising an encoding of the insight in multidimensional numerical form, the vector representation of the context comprising an encoding of the context in multidimensional numerical form. A selected insight is presented, the selected insight selected from a set of insights including the insight, the selected insight selected based on the relevance score.
Legal claims defining the scope of protection, as filed with the USPTO.
4. The computer-implemented method of claim 3, wherein the selected insight is selected based on the insight score.
5. The computer-implemented method of claim 3, wherein the insight score comprises a weighted average of the interestingness score, the relevance score, and the timeliness score.
6. The computer-implemented method of claim 1, wherein the encoding scheme encodes an attribute of the insight and an equivalent attribute of the context using the same vector dimension.
10. The computer program product of claim 9, wherein the selected insight is selected based on the insight score.
11. The computer program product of claim 9, wherein the insight score comprises a weighted average of the interestingness score, the relevance score, and the timeliness score.
12. The computer program product of claim 7, wherein the encoding scheme encodes an attribute of the insight and an equivalent attribute of the context using the same vector dimension.
13. The computer program product of claim 7, wherein the stored program instructions are stored in the at least one of the one or more storage media of a local data processing system, and wherein the stored program instructions are transferred over a network from a remote data processing system.
14. The computer program product of claim 7, wherein the stored program instructions are stored in the at least one of the one or more storage media of a server data processing system, and wherein the stored program instructions are downloaded over a network to a remote data processing system for use in a computer readable storage device associated with the remote data processing system.
15. The computer program product of claim 7, wherein the computer program product is provided as a service in a cloud environment.
19. The computer system of claim 18, wherein the selected insight is selected based on the insight score.
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January 28, 2021
November 26, 2024
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